Peer-reviewed Articles - Computer sci

2 citations
266 downloads
1,739 views

Synthesizing human movement is useful for most applications where the use of avatars is required. These movements should be as realistic as possible and thus must take into account anthropometric characteristics (weight, height, etc.), gender, and the performance...

["Data Mining and Machine Learning","Graphics","Scientific Computing and Simulation"]
doi:10.7717/peerj-cs.102
101 citations
5,524 downloads
31,981 views

Probabilistic programming allows for automatic Bayesian inference on user-defined probabilistic models. Recent advances in Markov chain Monte Carlo (MCMC) sampling allow inference on increasingly complex models. This class of MCMC, known as Hamiltonian Monte Carlo,...

["Data Mining and Machine Learning","Data Science","Scientific Computing and Simulation"]
doi:10.7717/peerj-cs.55
3 citations
776 downloads
1,767 views

An activity fundamental to science is building mathematical models. These models are used to both predict the results of future experiments and gain insight into the structure of the system under study. We present an algorithm that automates the model building...

["Artificial Intelligence","Data Mining and Machine Learning","Scientific Computing and Simulation"]
doi:10.7717/peerj-cs.31

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